The DOI matches its Crossref record; 32 of the 32 references it cites were found in a registry or an index.
Family involvement in weight control, weight maintenance and weight-loss interventions: a systematic review of randomised trials
Abstract
Objective To conduct a descriptive systematic review into the nature and effectiveness of family involvement in weight control, weight maintenance and weight-loss interventions. Method We searched Medline and Psyclit for English language papers describing randomised trials with at least 1-y follow-up that evaluated interventions incorporating a family-based component. Studies involving people with eating disorders, learning disabilities and undernutrition or malnutrition were excluded. Data were extracted on characteristics of the participants, study design, target behaviours, nature of the intervention and study outcomes. A taxonomy was developed and used to classify family involvement in behaviour change interventions. Interventions were also classified according to an existing taxonomy that characterised the behaviour change techniques employed. Results A total of 21 papers describing 16 intervention studies were identified. Studies were small (mean sample size: 52), heterogeneous, poorly described but with few losses to follow-up (median 15%). The majority were North American and aimed at weight loss. Few studies described a theoretical underpinning to the behaviour change techniques employed. There was a suggestion that spouse involvement increased effectiveness but that adolescents achieved greater weight loss when treated alone. In studies including children, beneficial effects were seen when greater numbers of behaviour change techniques were taught to both parents and children. Conclusion Relatively few intervention studies exist in this important area, particularly studies targeting adolescents, and they highlight continued uncertainty about how best to involve family members. The studies provide limited support for the involvement of spouses. They suggest that parental involvement is associated with weight loss in children, and that use of a greater range of behaviour change techniques improves weight outcomes for both parents and children. The development of future interventions and assessment of factors influencing effectiveness may be improved by paying careful attention to which family members are targeted and how they are involved in the intervention in terms of setting goals for behaviour change, providing support and training in behaviour change techniques.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“The social networking feature of MFP may be important given prior studies demonstrating the benefits of social support on weight loss (11).”
From Effectiveness of a Smartphone Application for Weight Loss Compared With Usual Care in Overweight Primary Care Patients: A Randomized, Controlled Trial (2014) · cites this paper as [11]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Systematic Reviews: Identifying relevant studies for systematic reviews
Dickersin, K., Scherer, R. W., & Lefebvre, C. (1994) · BMJ · doi:10.1136/bmj.309.6964.1286 · Cited by 2,255
Ten-Year Follow-up of Behavioral, Family-Based Treatment for Obese Children
Epstein, L. H. (1990) · JAMA · doi:10.1001/jama.1990.03450190051027 · Cited by 741
Review: The treatment and prevention of obesity: a systematic review of the literature
Glenny, A., O’Meara, S., Melville, A., Sheldon, T., & Wilson, C. (1997) · International Journal of Obesity · doi:10.1038/sj.ijo.0800495 · Cited by 434
A controlled comparison of family versus individual therapy for adolescents with anorexia nervosa.
Robin, A., Siegel, P., Moye, A., Gilroy, M., Dennis, A., & Sikand, A. (1999) · Journal of the American Academy of Child and Adolescent Psychiatry · doi:10.1097/00004583-199912000-00008 · Cited by 379
Treatment of Obese Children With and Without Their Mothers: Changes in Weight and Blood Pressure
Brownell, K. D., Kelman, J. H., & Stunkard, A. J. (1983) · PEDIATRICS · doi:10.1542/peds.71.4.515 · Cited by 359
Hampson, S., Skinner, T. C., Hart, J., Storey, L., Gage, H., FOXCROFT, D. R., Kimber, A., Shaw, K. M., & Walker, J. (2001) · Health Technology Assessment · doi:10.3310/hta5100 · Cited by 311
Hardeman, W., Griffin, S., Johnston, M., Kinmonth, A., & Wareham, N. (2000) · International Journal of Obesity · doi:10.1038/sj.ijo.0801100 · Cited by 283
Self-citationChild and parent weight loss in family-based behavior modification programs.
Epstein, L. H., Wing, R. R., Koeske, R., Andrasik, F., & Ossip, D. J. (1981) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.49.5.674 · Cited by 257
Flodmark, C., Ohlsson, T., Rydén, O. O., & Sveger, T. (1993) · PEDIATRICS · doi:10.1542/peds.91.5.880 · Cited by 213
A meta-analytic evaluation of couples weight-loss programs.
Black, D. R., Gleser, L. J., & Kooyers, K. J. (1990) · Health Psychology · doi:10.1037//0278-6133.9.3.330 · Cited by 210
Flagged first, then by citations
Research works printed but not linked: 1
- Beutler E, Cambell EP, Frincke LA, Hannon DP, Heim SK . Reference Manager version 7.00N. RIS: Carlsbad, CA; 1995.
Cited by
Sorted by citations
Items 301–400 of 417
Role of Psychologists in Pediatric Endocrinology
Feldman, M. A., Yardley, H. L., Bulan, A., & Kamboj, M. K. (2022) · Pediatric Clinics of North America · doi:10.1016/j.pcl.2022.05.005 · Cited by 5
Friedman, L. M., Furberg, C. D., & DeMets, D. L. (2010) · Springer eBooks · doi:10.1007/978-1-4419-1586-3_14 · Cited by 4
Management of Obesity in Children
Gupta, R. (2024) · British journal of healthcare and medical research · doi:10.14738/bjhmr.111.14431 · Cited by 4
Weight Loss Maintenance and Weight Cycling
Elfhag, K., & Rössner, S. (2009) · doi:10.1002/9781444307627.ch26 · Cited by 4
Familienbezogene Inter ventionen und Elternarbeit
Warschburger, P. (2012) · Springer eBooks · doi:10.1007/978-3-642-31277-9_11 · Cited by 3
Muzaffar, H., Raffaelli, M., Terán-Garcı́a, M., Wiley, A. R., González, M., & Hannon, B. A. (2019) · Hispanic Health Care International · doi:10.1177/1540415319843078 · Cited by 3
Venkataramani, M., Cheng, T. L., Yeh, H., & Maruthur, N. M. (2019) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2019.04.180317 · Cited by 3
Reassessing the Influence of Parents and Advertising on Children’s BMI
Zeiss, J., Walker, D., & Carlson, L. C. (2019) · Journal of Current Issues & Research in Advertising · doi:10.1080/10641734.2019.1571839 · Cited by 3
Denes, A., Crowley, J. P., Ponivas, A. L. P., Cornelius, T. M., Allred, R., Gettens, K. M., Powers, T. A., & Gorin, A. A. (2021) · Health Communication · doi:10.1080/10410236.2021.1880685 · Cited by 3
Reece, L. J., Bissell, P., Sachdev, P., Wright, N. P., Mihrshahi, S., & Copeland, R. J. (2021) · BMC Pediatrics · doi:10.1186/s12887-021-02902-x · Cited by 4
Barnes, T. M., & Nickel, A. (2013) · Cited by 3
Mødre til barn med overvekt – erfaringer og utfordringer
Akselbo, I., & Ingebrigtsen, O. (2015) · Nordisk Sygeplejeforskning · doi:10.18261/issn1892-2686-2015-04-12 · Cited by 3
Yoo, B., Hasebe, T., Kim, M. C., Sasaki, T., & Styne, D. M. (2017) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2017.03.020 · Cited by 3
Manne, S. L., Day, A. K., Coups, E. J., & Kashy, D. A. (2018) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2018.10.010 · Cited by 3
The role of social support in adult women´s weight loss: A Literature review
Jaikel, T. M. (2019) · RESPYN Revista de Salud Pública y Nutrición · doi:10.29105/respyn18.3-4 · Cited by 3
The Prevention of Childhood Obesity in Primary Care Settings: Evidence and Practice
Lock, K., & Hillier, R. (2010) · doi:10.1002/9781444318517.ch12 · Cited by 3
Strategies for Changing Eating and Exercise Behavior to Promote Weight Loss and Maintenance
Wing, R. R., Gorin, A. A., & Tate, D. F. (2012) · Wiley eBooks · doi:10.1002/9781119946045.ch62 · Cited by 3
Tong, X. (2015) · Summit (Simon Fraser University) · Cited by 3
Myers, V. H., & Martin, P. D. (2006) · CRC Press eBooks · doi:10.1201/9781420019117.sec6 · Cited by 3
Physical activity and fitness in overweight and obese youngsters
Deforche, B. I. (2004) · Ghent University Academic Bibliography (Ghent University) · Cited by 3
Changing Behavior Using Control Theory
Mansell, W. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108677318.009 · Cited by 11
Basen‐Engquist, K., Raber, M. R., Strong, L. L., Schembre, S. M., Li, L., Arun, B. K., Lu, K. H., You, N., Vilar, E., Lynch, P. M., et al. (2021) · Contemporary Clinical Trials · doi:10.1016/j.cct.2021.106662 · Cited by 3
Benton, M., Waheed, N., & Ismail, K. (2024) · Diabetic Medicine · doi:10.1111/dme.15488 · Cited by 3
Adipositasprävention in Grundschulen
Lichtenstein, S., Teufel, U., Weiland, C., Engel, N., Engelmann, G., Hoffmann, G. F., & Grulich‐Henn, J. (2011) · Monatsschrift Kinderheilkunde · doi:10.1007/s00112-011-2467-6 · Cited by 2
Supporting Preventive Healthcare with Persuasive Services
Hamper, A., & Müller, T. (2013) · Springer eBooks · doi:10.1007/978-1-4614-8036-5_22 · Cited by 2
The Role of Social Support in Weight Loss Management for Morbidly Obese Individuals
Wallwork, A., & Tremblay, L. (2017) · Springer eBooks · doi:10.1007/978-3-319-42536-8_15 · Cited by 3
Weight-Related Perceptions and Experiences of Young Adult Women in Southwest Georgia
Woodruff, R. C., Raskind, I. G., Ballard, D., Battle, G., Haardörfer, R., & Kegler, M. C. (2017) · Health Promotion Practice · doi:10.1177/1524839916688868 · Cited by 6
Shaharabany, B., Tepper, S., Berman, S., & Golan, M. (2020) · Obesity Research & Clinical Practice · doi:10.1016/j.orcp.2020.04.007 · Cited by 2
Reducing Breast Cancer Risk Across Generations Through Family-Based Interventions
Kehm, R. D., Lloyd, S. E., & Terry, M. B. (2020) · Current Epidemiology Reports · doi:10.1007/s40471-020-00238-1 · Cited by 2
Behavior Change in Community Contexts
Trickett, E. J., & Paterson, S. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108677318.028 · Cited by 2
Healthy eating behaviors and the role of parents and family in children aged 11, 13 and 15 years
Spahiu, E., Çitozi, R., & Paloka, B. (2022) · Scientific Journal of Sport and Performance · doi:10.55860/qjbe5042 · Cited by 2
Obesity and binge eating disorder
(2006) · Acta Paediatrica · doi:10.1111/j.1651-2227.2006.tb02245.x · Cited by 2
Early clinical interventions and outcomes
Baur, L. A. (2015) · doi:10.1002/9781119023258.ch10 · Cited by 2
The Treatment of Childhood and Adolescent Obesity
Dietz, W. H. (2009) · doi:10.1002/9781444307627.ch30 · Cited by 2
Chisholm, A. (2008) · UC Research Repository (University of Canterbury) · doi:10.26021/7758 · Cited by 2
Parenting and management of pediatric obesity
Golan, M. (2014) · doi:10.2217/ebo.13.549 · Cited by 2
Smyth, J. M., & Zawadzki, M. J. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-397045-9.00148-8 · Cited by 2
Kinder gestalten ihren Naschgarten
Blättner, B., Heckenhahn, S., Kohlenberg-Müller, K., & Grewe, H. A. (2007) · Ernährung - Wissenschaft und Praxis · doi:10.1007/s12082-007-0057-8 · Cited by 2
Cost-Effectiveness Evaluations of Behavior Change Interventions
Wang, T., Downes, M., Byrnes, J., & Scuffham, P. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108677318.026 · Cited by 1
Friedman, L. M., Furberg, C. D., DeMets, D. L., Reboussin, D. M., & Granger, C. B. (2015) · Springer eBooks · doi:10.1007/978-3-319-18539-2_14 · Cited by 1
Marchesi, G., Rapelli, G., Roselli, G., Spina, G., Semonella, M., Castelnuovo, G., & Pietrabissa, G. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15083147 · Cited by 1
Application of Empirically Supported Treatments to Clinical Settings
Johnston, C. A., & Dalton, W. T. (2008) · Issues in clinical child psychology · doi:10.1007/978-0-387-76924-0_26 · Cited by 1
Trapp, S. K. (2015) · VCU Scholars Compass (Virginia Commonwealth University) · doi:10.25772/7dxv-br44 · Cited by 1
HiraSing, R. A., Bulk-Bunschoten, A. M. W., van Dijke, J., & Renders, C. M. (2009) · Bohn Stafleu van Loghum eBooks · doi:10.1007/978-90-313-6615-6_3 · Cited by 1
Deutsch, T., Frese, T., & Sandholzer, H. (2013) · Health Communication · doi:10.1080/10410236.2013.773409 · Cited by 1
WEIGHT MAINTENANCE FOLLOWING THE COMPLETION OF A WEIGHT LOSS TRIAL: EXPLORING RACIAL DIFFERENCES
Turk, M. T. (2008) · D-Scholarship@Pitt (University of Pittsburgh) · Cited by 1
Takada, A., Takahashi, Y., Nishimura, S., & Kosugi, S. (2014) · Journal of Biosocial Science · doi:10.1017/s002193201400008x · Cited by 1
Pott, W., Fröhlich, G., Albayrak, Ö., Hebebrand, J., & Pauli‐Pott, U. (2010) · Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie · doi:10.1024/1422-4917/a000059 · Cited by 1
Voils, C. I., Shaw, R. J., Gavin, K. L., Hetzel, S., Lewis, M. A., Pabich, S., Johnson, H. M., Elwert, F., Mao, L., Gray, K. E., et al. (2024) · BMC Public Health · doi:10.1186/s12889-024-19464-z · Cited by 1
Non-pharmacological Weight Loss Program in a Rural Community: Feasibility Study
McClintock-Donahue, A. (2019) · Online Journal of Rural Nursing and Health Care · doi:10.14574/ojrnhc.v19i2.516 · Cited by 1
Alick, C. L., Samuel‐Hodge, C. D., Ward, D. S., Ammerman, A. S., Rini, C. K., Edwards, C. L., & Tate, D. F. (2019) · Progress in Preventive Medicine · doi:10.1097/pp9.0000000000000025 · Cited by 1
Evidence-Based Therapies for Pediatric Overweight
Johnston, C. A., & Tyler, C. (2007) · Springer eBooks · doi:10.1007/978-0-387-73691-4_20 · Cited by 1
Designing to support impression management
Sherwood, S. (2009) · Enlighten: Theses (The University of Glasgow) · Cited by 1
Langley‐Evans, S. C. (2015) · Wiley eBooks · doi:10.1002/9781119180432.ch6 · Cited by 2
Interventions to modify dietary behaviors for cancer prevention and control.
Campbell, M. K., Gierisch, J. M., & Sutherland, L. A. (2009) · American Psychological Association eBooks · doi:10.1037/14499-011 · Cited by 1
The Role of Tailoring in E-Health and ICT-Based Interventions in Different Contexts and Populations
Godinho, C. I. A., Araújo, M., & Alvarez, M. (2016) · IGI Global eBooks · doi:10.4018/978-1-4666-9978-6.ch080 · Cited by 1
Treatment of severe obesity in adolescents : A mixed method approach.
Reece, L. J. (2016) · SHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University) · Cited by 1
Perdew, M. (2019) · UVic’s Research and Learning Repository (University of Victoria) · Cited by 1
Which strategies work best to prevent obesity in adults
Boltri, J. M., House, A. A., & Nelson, R. M. (2009) · MOspace Institutional Repository (University of Missouri) · Cited by 1
INCREASING LONG TERM WEIGHT LOSS SUCCESS: AN INDIVIDUALIZED, HOLISTIC, SELF-CARE MODEL
Lane, A. D. (2014) · CSUSB ScholarWorks (California State University, San Bernardino)
Treating Obesity in Childhood: Behavioral Considerations
Davies, F., & Baur, L. A. (2011) · Springer eBooks · doi:10.1007/978-0-387-92271-3_207
Zhang, D. “. (2014) · eScholarship (California Digital Library)
Obesity treatment for adults, adolescents and children
Caterson, I. D., Finer, N., Baur, L. A., & Steinbeck, K. S. (2012) · The Sydney eScholarship Repository (The University of Sydney)
Health Psychology: applied Health Psychology within Health Promotion
Rich, A. (2009) · City Research Online (City University London)
Collabohab: A Technology Probe into Peer Involvement in Cardiac Rehabilitation
Maitland, J. (2007) · Lecture notes in computer science · doi:10.1007/978-3-540-74800-7_73
Binge Eating Disorder in Childhood ? What Do We Know About It?
Munsch, S., & Hilbert, A. (2005) · KARGER eBooks · doi:10.1159/000084394
Monitoring the adiposity of child populations
Buchan, I. E. (2005) · Research Explorer (The University of Manchester)
Clarke, K. K. (2004) · Texas ScholarWorks (Texas Digital Library)
Application of causal model to maternal smoking cessation intervention in pregnancy
Ansari, R. M., Dixon, J. B., Browning, C. J., & Ansari, S. Y. (2013) · Open Journal of Preventive Medicine · doi:10.4236/ojpm.2013.34047
Children in hospital in Ireland - what do they eat and what do they weigh: a cross-sectional study
Flinn, A. M., Macken, A. P., Cullen, W., Leddin, D., Dunne, C. P., & O’Gorman, C. S. (2012) · BMC Research Notes · doi:10.1186/1756-0500-5-491
Promoting physical activity among overweight and obese
Bäcklund, C. (2010)
Brief title: Meta-analysis of treatments for pediatric obesity
McGovern, L. B., Johnson, J. N., Paulo, R., Mbbs, V. S., Kamath, C. C., Erwin, P. J., & Montori, V. M. (2008)
Behavior Modification in Pediatric Obesity
Minshall, G., Davies, F., & Baur, L. A. (2011) · Humana Press eBooks · doi:10.1007/978-1-60327-256-8_8
Algarni, S. S. (2015) · UC Research Repository (University of Canterbury) · doi:10.26021/9497
Sofía, S., & Gonçalves, S. (2012)
Heidelberg, U., & Koletzko, B. V. (2011)
Childhood obesity, nutrition and metabolic health
Goran, M. I., Cruz, M. L., Shaibi, G. Q., Weigensberg, M. J., Spruijt‐Metz, D., Ebbeling, C. B., & Ludwig, D. S. (2005) · Elsevier eBooks · doi:10.1533/9781845690540.1.86
What’s it Like Being the Parent of an Overweight Child?
Edmunds, L. (2005) · CRC Press eBooks · doi:10.1201/9781420038071-6
Hassan, A. (2015) · Apple Academic Press eBooks · doi:10.1201/b18227-21
Boutté, R. L. (2016) · VCU Scholars Compass (Virginia Commonwealth University) · doi:10.25772/8dkc-3d25
Satisfação com o Suporte Social e Perda de Peso — Estudo Transversal
Pimenta, F., Bernardino, A., Rosas, R., Tapadinhas, A. R., & Leal, I. M. P. (2016) · Psychology Community & Health · doi:10.5964/pch.v5i2.173
MAKING WEIGHT LOSS A FAMILY AFFAIR
Whiteley, J. A., & Milliken, L. A. (2011) · ACSMʼs Health & Fitness Journal · doi:10.1249/fit.0b013e31820b72c4
Oemig, C. K. (2008) · OhioLink ETD Center (Ohio Library and Information Network)
Beauchemin, A. T. (2009) · OhioLink ETD Center (Ohio Library and Information Network)
Correa, M. L. M. (2017) · UVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid) · doi:10.35376/10324/25762
Parents’ Motivations and Experiences in a Family-Based Management Program
Alghamdi, S. (2017) · UWSpace (University of Waterloo)
Valente, A. (2005) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Snuggs, S. J., Houston‐Price, C., & Harvey, K. (2019) · Health Psychology Update · doi:10.53841/bpshpu.2019.28.2.3
Alick, C. L. (2019) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/43gv-d160
Special nutritional requirements in children and adolescents undergoing bariatric surgery
Priego, P. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822922-4.00019-3
Table for One, Food for Two: A Socio-economic Perspective on American Obesity
Brunetti, C. V. (2013) · ScholarsArchive at Johnson & Wales University (Johnson & Wales University)
(2011) · CRC Press eBooks · doi:10.1201/b10790-15
Hill‐Briggs, F., Fitzpatrick, S. L., Schumann, K. P., & Golden, S. H. (2014) · Springer eBooks · doi:10.1007/978-0-387-09817-3_17
What'S It like Being the Parent of An Overweight Child?
Edmunds, L. (2005) · Society for the Study of Human Biology/Society for the Study of Human Biology series · doi:10.1201/9781420038071.ch6
Childhood obesity, nutrition and metabolic health
Goran, M. I., Cruz, M., Shaibi, G. Q., Weigensberg, M. J., Spruijt‐Metz, D., Ebbeling, C. A., & Ludwig, D. S. (2010) · Woodhead Publishing Limited eBooks · doi:10.1533/9781845690840.1.86
Metadata
- Authors
- McLean, N., Griffin, S., Toney, K., & Hardeman, W.
- Affiliations
- University of Cambridge (GB)
- Corresponding author
- McLean, N
- Venue
- International Journal of Obesity
- Published
- 2003-08-14
- Volume
- 27
- Issue
- 9
- Pages
- 987-1005
- ISSN
- 0307-0565 (ISSN-L)
- 1476-5497
- OpenAlex
- W1967383364
- Cited by
- 418
- References
- 32
- Citations by year
- 2026: 3 · 2025: 1 · 2024: 8 · 2023: 6 · 2022: 8 · 2021: 14 · 2020: 57 · 2019: 25 · 2018: 15 · 2017: 19 · 2016: 21 · 2015: 22 · 2014: 27 · 2013: 18 · 2012: 22
- FWCI
- 2.30
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- International Journal of Obesity (publishedVersion)
- PubMed (publishedVersion)
- UEA Digital Repository (University of East Anglia) (submittedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity and Health Practices
- Keywords
- family involvement, weight management, weight maintenance, weight loss interventions, behaviour change techniques, spouse involvement, parental involvement, adolescent weight loss, family intervention, intervention effectiveness
- MeSH terms
- Adolescent, Adolescent Behavior, Adult, Behavior Therapy, Child, Child Behavior, Family, Female, Humans, Male, Obesity, Weight Loss, Randomized Controlled Trials as Topic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review